Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | accuracy | boyce_cont | roc_auc | tss_max | brier_class |
|---|---|---|---|---|---|
| rf | 0.9552716 | 0.9539403 | 0.9949606 | 0.9638809 | NA |
| bt | 0.8154952 | 0.9866738 | 0.8522369 | 0.5860093 | NA |
| maxnet | 0.6733227 | 0.9785730 | 0.8047027 | 0.4804066 | NA |
| gam | 0.7867412 | 0.9829405 | 0.7985601 | 0.4962365 | 0.1429480 |
| glm | 0.7571885 | 0.8529308 | 0.7513230 | 0.4549000 | 0.1546168 |
Variable Importance